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.0em plus.0ex minus.2ex-.5emDetection Visualization. Figure REF  visualizes F-VLM on open-vocabulary detection and transfer detection tasks. The transfer detection is done by replacing the dataset vocabulary without finetuning. On LVIS and Objects365 [1]}, F-VLM correctly detects both novel and common objects. Please see Appendix  for more details and visualization.
